
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker BitFlippingWorker
=> Add worker BitFlippingWorker
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4928/60000 (  8%) ] Loss: 2.2817 top1= 13.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2973 top1= 10.2273

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2879 top1= 13.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2833 top1= 14.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2832 top1= 15.0841

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2812 top1= 13.0682

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2645 top1= 16.7614

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2791 top1= 13.9205

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2724 top1= 20.0020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2673 top1= 22.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2671 top1= 22.0453

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2648 top1= 14.7727

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.2484 top1= 21.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.2617 top1= 17.6136

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2562 top1= 25.7212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2509 top1= 27.2736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2506 top1= 26.9131

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2482 top1= 17.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.2317 top1= 27.2727

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.2435 top1= 22.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2390 top1= 29.5473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2333 top1= 30.4888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2330 top1= 30.1883

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2307 top1= 20.7386

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.2135 top1= 30.6818

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.2242 top1= 25.5682

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2205 top1= 31.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2143 top1= 32.7624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2142 top1= 32.3818

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.2121 top1= 24.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1934 top1= 35.5114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.2036 top1= 29.5455

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2008 top1= 35.3666


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1942 top1= 37.2897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1939 top1= 37.6703

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1922 top1= 28.1250

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.1720 top1= 38.6364

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.1819 top1= 31.5341

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1799 top1= 41.0958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1730 top1= 42.6983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1725 top1= 42.4379

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.1712 top1= 32.6705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.1494 top1= 41.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 8B20 |   9408/60000 ( 16%) ] Loss: 2.1590 top1= 36.0795

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1577 top1= 44.8518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1504 top1= 46.1038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1499 top1= 45.4026

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.1490 top1= 36.3636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 9B10 |   4928/60000 (  8%) ] Loss: 2.1257 top1= 43.7500

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 9B20 |   9408/60000 ( 16%) ] Loss: 2.1346 top1= 40.6250

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1340 top1= 47.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1262 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1257 top1= 47.7865

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 2.1251 top1= 37.7841

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E10B10 |   4928/60000 (  8%) ] Loss: 2.1003 top1= 46.8750

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E10B20 |   9408/60000 ( 16%) ] Loss: 2.1084 top1= 43.4659

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1087 top1= 50.5008


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1003 top1= 51.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0998 top1= 50.5208

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 2.0994 top1= 41.4773

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E11B10 |   4928/60000 (  8%) ] Loss: 2.0732 top1= 47.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E11B20 |   9408/60000 ( 16%) ] Loss: 2.0805 top1= 46.5909

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0814 top1= 53.0449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0724 top1= 54.0064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0719 top1= 52.9948

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 2.0719 top1= 44.0341

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E12B10 |   4928/60000 (  8%) ] Loss: 2.0444 top1= 49.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E12B20 |   9408/60000 ( 16%) ] Loss: 2.0504 top1= 49.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0521 top1= 55.0581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0424 top1= 56.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0419 top1= 55.3285

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 2.0427 top1= 44.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E13B10 |   4928/60000 (  8%) ] Loss: 2.0132 top1= 50.5682

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E13B20 |   9408/60000 ( 16%) ] Loss: 2.0182 top1= 52.2727

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0206 top1= 57.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0102 top1= 58.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0096 top1= 56.9211

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 2.0115 top1= 47.4432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E14B10 |   4928/60000 (  8%) ] Loss: 1.9800 top1= 52.5568

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.9836 top1= 55.3977

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9868 top1= 58.9443


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9754 top1= 59.9259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9750 top1= 58.7941

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.9782 top1= 50.5682

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E15B10 |   4928/60000 (  8%) ] Loss: 1.9442 top1= 53.6932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.9464 top1= 57.6705

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9502 top1= 60.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9379 top1= 61.3982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9377 top1= 60.4768

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.9426 top1= 52.5568

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E16B10 |   4928/60000 (  8%) ] Loss: 1.9060 top1= 54.5455

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.9062 top1= 57.6705

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9111 top1= 61.9792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8978 top1= 62.8305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8978 top1= 61.9291

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.9045 top1= 53.9773

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E17B10 |   4928/60000 (  8%) ] Loss: 1.8656 top1= 57.3864

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.8638 top1= 58.8068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8697 top1= 63.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8554 top1= 64.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8556 top1= 63.6118

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.8641 top1= 56.8182

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E18B10 |   4928/60000 (  8%) ] Loss: 1.8232 top1= 59.3750

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.8192 top1= 59.9432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8260 top1= 64.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8107 top1= 65.3846


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8109 top1= 64.8337

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.8214 top1= 58.8068

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E19B10 |   4928/60000 (  8%) ] Loss: 1.7786 top1= 60.7955

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.7724 top1= 61.9318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7797 top1= 65.7953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7636 top1= 66.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7638 top1= 66.3161

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.7764 top1= 58.8068

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E20B10 |   4928/60000 (  8%) ] Loss: 1.7320 top1= 61.6477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.7235 top1= 63.9205

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7312 top1= 67.1975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7141 top1= 67.7384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7145 top1= 67.6282

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.7296 top1= 60.5114

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E21B10 |   4928/60000 (  8%) ] Loss: 1.6833 top1= 63.0682

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.6725 top1= 65.6250

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6804 top1= 68.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6624 top1= 68.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6629 top1= 68.8101

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.6809 top1= 61.9318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E22B10 |   4928/60000 (  8%) ] Loss: 1.6331 top1= 65.3409

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.6196 top1= 67.3295

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6276 top1= 69.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6087 top1= 69.8818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6093 top1= 69.8017

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.6306 top1= 63.9205

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E23B10 |   4928/60000 (  8%) ] Loss: 1.5815 top1= 66.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.5654 top1= 68.4659

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5732 top1= 70.1322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5535 top1= 71.0938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5541 top1= 70.8834

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.5791 top1= 65.9091

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E24B10 |   4928/60000 (  8%) ] Loss: 1.5291 top1= 67.8977

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E24B20 |   9408/60000 ( 16%) ] Loss: 1.5102 top1= 69.6023

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5176 top1= 71.1939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4973 top1= 72.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4981 top1= 72.2456

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.5269 top1= 67.3295

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E25B10 |   4928/60000 (  8%) ] Loss: 1.4764 top1= 68.4659

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E25B20 |   9408/60000 ( 16%) ] Loss: 1.4548 top1= 70.7386

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4614 top1= 72.3558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4406 top1= 73.4275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4414 top1= 73.2973

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.4746 top1= 67.8977

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E26B10 |   4928/60000 (  8%) ] Loss: 1.4236 top1= 69.8864

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E26B20 |   9408/60000 ( 16%) ] Loss: 1.3996 top1= 71.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4053 top1= 73.3474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3842 top1= 74.4091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3850 top1= 74.3189

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 1.4227 top1= 68.4659

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E27B10 |   4928/60000 (  8%) ] Loss: 1.3714 top1= 72.1591

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E27B20 |   9408/60000 ( 16%) ] Loss: 1.3453 top1= 71.8750

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3498 top1= 74.1887


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3284 top1= 75.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3292 top1= 75.2704

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 1.3714 top1= 69.0341

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E28B10 |   4928/60000 (  8%) ] Loss: 1.3202 top1= 72.1591

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E28B20 |   9408/60000 ( 16%) ] Loss: 1.2924 top1= 73.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2954 top1= 74.9099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2738 top1= 76.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2745 top1= 76.2620

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 1.3214 top1= 69.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E29B10 |   4928/60000 (  8%) ] Loss: 1.2704 top1= 72.7273

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E29B20 |   9408/60000 ( 16%) ] Loss: 1.2412 top1= 73.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2427 top1= 75.5509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2209 top1= 77.0232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2215 top1= 77.0533

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 1.2730 top1= 70.7386

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E30B10 |   4928/60000 (  8%) ] Loss: 1.2223 top1= 72.4432

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E30B20 |   9408/60000 ( 16%) ] Loss: 1.1919 top1= 73.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1922 top1= 76.0717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1702 top1= 77.5441


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1707 top1= 77.6843

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 1.2264 top1= 71.5909

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E31B10 |   4928/60000 (  8%) ] Loss: 1.1762 top1= 72.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E31B20 |   9408/60000 ( 16%) ] Loss: 1.1449 top1= 74.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1445 top1= 76.5925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1218 top1= 78.2352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1222 top1= 78.4054

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 1.1820 top1= 71.8750

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E32B10 |   4928/60000 (  8%) ] Loss: 1.1326 top1= 73.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E32B20 |   9408/60000 ( 16%) ] Loss: 1.1002 top1= 75.8523

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1004 top1= 77.0433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0763 top1= 78.8361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0765 top1= 78.9663

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 1.1402 top1= 72.1591

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E33B10 |   4928/60000 (  8%) ] Loss: 1.0917 top1= 73.5795

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E33B20 |   9408/60000 ( 16%) ] Loss: 1.0581 top1= 76.4205

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0613 top1= 76.9631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0338 top1= 79.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0338 top1= 79.4071

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 1.1018 top1= 72.1591

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E34B10 |   4928/60000 (  8%) ] Loss: 1.0550 top1= 73.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E34B20 |   9408/60000 ( 16%) ] Loss: 1.0197 top1= 76.1364

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0324 top1= 75.8413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9952 top1= 79.3770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9952 top1= 79.4571

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 1.0690 top1= 72.7273

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E35B10 |   4928/60000 (  8%) ] Loss: 1.0262 top1= 74.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.9900 top1= 76.1364

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0391 top1= 71.5044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9632 top1= 78.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9633 top1= 78.8962

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 1.0543 top1= 71.5909

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E36B10 |   4928/60000 (  8%) ] Loss: 1.0299 top1= 72.4432

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E36B20 |   9408/60000 ( 16%) ] Loss: 1.0204 top1= 73.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3292 top1= 49.1386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9539 top1= 76.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9542 top1= 76.7228

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 1.1977 top1= 67.3295

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E37B10 |   4928/60000 (  8%) ] Loss: 1.3778 top1= 66.7614

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B20 |   9408/60000 ( 16%) ] Loss: 1.8069 top1= 66.7614

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0517 top1=  9.6154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0115 top1= 68.4195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0086 top1= 68.5296

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 2.9705 top1= 57.6705

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.001


[E38B10 |   4928/60000 (  8%) ] Loss: 8.4750 top1= 56.8182

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.003


[E38B20 |   9408/60000 ( 16%) ] Loss: nan top1= 65.9091

=== Log global consensus distance @ E38B20 ===
consensus_distance=nan



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: nan top1=  7.9545

=== Log global consensus distance @ E39B0 ===
consensus_distance=nan



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E39B10 |   4928/60000 (  8%) ] Loss: nan top1= 10.5114

=== Log global consensus distance @ E39B10 ===
consensus_distance=nan



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E39B20 |   9408/60000 ( 16%) ] Loss: nan top1=  9.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=nan



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: nan top1=  7.9545

=== Log global consensus distance @ E40B0 ===
consensus_distance=nan



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E40B10 |   4928/60000 (  8%) ] Loss: nan top1= 10.5114

=== Log global consensus distance @ E40B10 ===
consensus_distance=nan



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E40B20 |   9408/60000 ( 16%) ] Loss: nan top1=  9.6591

=== Log global consensus distance @ E40B20 ===
consensus_distance=nan



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

